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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

Quant Q&A
20,364 documents
SuperMind
12,226 documents
OKX Learn
8,431 documents
Strategy library
7,910 documents
MQL5 code base
7,090 documents
BigQuant
3,481 documents
Bitget Academy
3,298 documents
MQL5 articles
3,012 documents
TradingView scripts
1,976 documents
ProRealCode
1,507 documents
Deribit Insights
1,232 documents
Machine Learning for Trading
1,124 documents
arXiv papers
1,033 documents
Amberdata research
766 documents
FMZ forum
682 documents
FMZ digest
662 documents
vn.py community
560 documents
QuantInsti blog
511 documents
Galaxy Research
340 documents
QuantStart
246 documents
Stratmill research code
219 documents
Robot Wealth
195 documents
NautilusTrader
191 documents
Hummingbot docs
181 documents
Paradigm research
175 documents
Lumibot
164 documents
Kraken Learn
163 documents
Quant course library
157 documents
OctoBot
152 documents
Cryptohopper blog
144 documents
Systematic trading blog (Rob Carver)
132 documents
Qlib
116 documents
TqSdk
86 documents
Quantpedia
86 documents
Hyperliquid docs
79 documents
Freqtrade
68 documents
Hudson & Thames
62 documents
Awesome Systematic Trading
61 documents
backtrader
54 documents
vn.py
50 documents
Binance API docs
45 documents
Quantopian lectures
45 documents
FMZ guides
38 documents
pysystemtrade
34 documents
Freqtrade docs
32 documents
quant-trading
31 documents
FinRL
28 documents
Zipline
22 documents
FMZ live strategies
21 documents
Jesse
17 documents
pyfolio
16 documents
Alphalens
14 documents
WonderTrader
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

1,232 documents

Deribit Insights

The article reviews BTC and ETH market conditions during a week of falling realized and implied volatility. It connects low realized volatility with lower option premiums, a downward-shifting term structure, and positive carry that may reward option sellers.…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document presents a bearish Bitcoin options idea based on a rejection near resistance and a claimed breach of demand zones. Its proposed trade is a put butterfly: buy one higher-strike put, sell two puts at a middle strike, and buy one lower-strike put,…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary considers why crypto prices held up amid US enforcement actions, then looks for relative-strength and catch-up opportunities across layer-one tokens and decentralized finance. It argues that regulatory actions were broadly anticipated,…

CryptoMomentumDeFiPairs trading
Deribit Insights

This market commentary reviews BTC and ETH price weakness, volatility, term structure, skew, option flows, and dealer gamma around the April 2024 halving. It describes front-end put premiums returning as traders sought protection, while longer-dated call…

CryptoOptionsVolatilityRisk management
Deribit Insights

The note interprets a set of reported crypto option trades near the end of 2023. It highlights buying in an ETH March $2,000–$3,000 call spread, ETH at-the-money options for December, and January and March $3,000 calls. At the same time, it reports selling…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document presents a short strangle as a way to express the view that Bitcoin will remain within a range around a US CPI release. The example sells a May 17 call at $65,000 and a put at $59,000, collecting premiums of $227 and $201 per BTC. It states a…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary reviews bitcoin and ether price action, options pricing, and positioning around a possible post-December rally. It describes both assets retreating after brief moves above cited price thresholds, while framing supportive US policy…

CryptoOptionsVolatilityMomentum
Deribit Insights

This exchange update explains changes to a crypto derivatives portfolio margin framework and distinguishes segregated portfolio margin from multi-currency cross collateral. In the segregated setup, currencies are assessed separately; the planned…

CryptoDerivatives pricingRisk managementPortfolio construction
Deribit Insights

This market note interprets a sequence of bitcoin options trades around a price bounce and macroeconomic releases. It describes protective January puts being closed or rolled to lower strikes, alongside purchases of March calls and a longer-dated risk…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly review describes how macroeconomic and geopolitical concerns weighed on crypto prices and risk appetite. Bitcoin briefly reached a more than two-week low, while ether fell below a cited support level. The report uses Block Scholes risk appetite…

CryptoOptionsVolatilitySentiment
Deribit Insights

This article explains how liquidation systems in native crypto derivatives markets differ from traditional futures brokerage. It describes automatic risk-engine reductions, partial and full liquidations, auto-deleveraging, socialized losses, position…

CryptoDerivatives pricingRisk managementMarket microstructure
Deribit Insights

This weekly report interprets BTC and ETH futures, perpetual swap funding, and options indicators as signs of bullish positioning ahead of a US election. It describes rising futures-implied yields and positive funding as evidence of leveraged long demand,…

CryptoFuturesOptionsVolatility
Deribit Insights

This commentary examines whether Bitcoin can behave as a safe-haven asset during geopolitical stress. It compares Bitcoin’s returns after Russia’s invasion of Ukraine and the Hamas attack on Israel with the reported behavior of Treasury bonds, gold, and the…

CryptoMulti-assetEquitiesFixed income
Deribit Insights

This market commentary links Bitcoin’s move toward $50,000 with rising implied and realized volatility, options flows, dealer gamma, and changes in volatility term structures. It reports increased BTC call buying, negative BTC dealer gamma, and ETH short…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market note examines a sharp rotation in crypto derivatives after BlackRock registered an Ether trust, which the author interpreted as a signal of a possible spot ETF application. Bitcoin had risen on spot buying, but attention then shifted toward…

CryptoOptionsVolatilitySentiment
Deribit Insights

This report reviews Bitcoin and Ether derivatives after a sharp spot-market selloff. It describes futures-implied yields falling as futures prices moved below spot, and Bitcoin perpetual funding turning negative after a prolonged positive period. Ether…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report compares Bitcoin and Ether futures, perpetual swap funding, and options as an expected January ETF date approached. Its key observation is that short-dated volatility and skew began to diverge: Bitcoin’s at-the-money volatility term…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly market note interprets Bitcoin options activity around expectations for policy announcements, including a proposed strategic reserve. It links the initial sale of February and March options to fading patience, then describes traders buying…

CryptoOptionsVolatilitySentiment
Deribit Insights

The commentary examines TUSD trading away from its dollar peg and describes how traders used Aave borrowing to establish short positions. They borrowed TUSD, sold it on centralized or decentralized exchanges, and could later buy it back at a lower price to…

CryptoDeFiArbitrageMarket microstructure
Deribit Insights

The article proposes a BTC call ratio spread for a sideways-to-bullish outlook. The example buys one out-of-the-money call at a lower strike and sells two calls at a higher strike, all with the same expiry. The rationale is that Bitcoin had retraced after…

CryptoOptionsVolatilityRisk management
Deribit Insights

This podcast summary discusses changing US political attitudes toward cryptocurrency, the approval of an Ethereum spot ETF, and expectations for ETH and the broader altcoin market. It describes a bullish interpretation of the regulatory backdrop and notes…

CryptoOptionsVolatilityMomentum
Deribit Insights

This weekly recap compares BTC and ETH futures, perpetual swap funding, and options after a spot selloff. It reports that futures yields briefly fell at short maturities before recovering, while perpetual funding remained positive, indicating that traders…

CryptoFuturesOptionsVolatility
Deribit Insights

This podcast episode reviews a sharp BTC decline that broke long-term support and triggered liquidations, position unwinds, and unusually strong downside pricing in options. The description reports that front-end put skew reached an extreme and implied…

CryptoOptionsVolatilityRisk management
Deribit Insights

The document explains how Deribit combo instruments package multiple futures or options legs into one separately listed instrument. Traders can place a single order on the combo book, which can reduce the execution risk and spread crossing involved in…

CryptoOptionsFuturesExecution